{"id":"W23289098","doi":"10.1093/pch/18.2.102","title":"Risk of acute hyponatremia in hospitalized children and youth receiving maintenance intravenous fluids","year":2013,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Hyponatremia; Medical prescription; Medicine; Pediatrics; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772473,0.0002113588,0.0005749958,0.0002904848,0.0001046666,0.00001556676,0.000113926,0.0001258533,0.00002097915],"category_scores_gemma":[0.0001271984,0.0001831908,0.00009804987,0.0005263351,0.00006690066,0.0001018037,0.00005084426,0.0005729511,0.00001124962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150159,"about_ca_system_score_gemma":0.0002024496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004403356,"about_ca_topic_score_gemma":0.00008175388,"domain_scores_codex":[0.9981458,0.00006659696,0.0005572048,0.0003589589,0.0002810269,0.000590377],"domain_scores_gemma":[0.9990913,0.00005401889,0.000262378,0.000222188,0.00009917534,0.0002709668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536033,0.0002754312,0.9508876,0.0001053438,0.0001582463,0.000003303521,0.00304975,0.000001904877,0.0001019961,0.0004305961,0.001802414,0.04302977],"study_design_scores_gemma":[0.002481101,0.0007136904,0.9953803,0.00008280546,0.0001427782,0.00003113498,0.0001353829,0.00007244883,0.00001986278,0.0007643896,0.00001789689,0.0001581754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837242,0.009311854,0.00005584408,0.003212922,0.00003886733,0.0009814983,0.00009903437,0.00004258376,0.002533248],"genre_scores_gemma":[0.9408365,0.05683818,0.000858074,0.001151207,0.0001417001,0.00001298692,0.00009433048,0.00003378098,0.00003326851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04752633,"threshold_uncertainty_score":0.7470304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00447300892722509,"score_gpt":0.2261173267168265,"score_spread":0.2216443177896014,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}